{"id":"W4410443494","doi":"10.1016/j.revmed.2025.03.015","title":"Une signature interféron de type I distingue les phénotypes de vascularite à ANCA et prédit le pronostic rénal","year":2025,"lang":"fr","type":"article","venue":"La Revue de Médecine Interne","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill Genome Centre","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009564082,0.0004025608,0.0005137716,0.0006471919,0.0003016358,0.001155131,0.0002071828,0.0007493875,0.002799585],"category_scores_gemma":[0.002321888,0.000172035,0.0004997889,0.000440714,0.0002741929,0.0004265423,0.0002725948,0.0007192303,0.0004834381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471666,"about_ca_system_score_gemma":0.000275015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005929775,"about_ca_topic_score_gemma":0.000564886,"domain_scores_codex":[0.9994208,0.0002048106,0.00006057372,0.000102329,0.00009795555,0.0001136209],"domain_scores_gemma":[0.9984587,0.0004989713,0.0005565122,0.0001192375,0.0002175338,0.0001488593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004189033,0.0001462018,0.6495271,0.0002579222,0.0003782955,0.001569405,0.0005656127,0.0008145811,0.269075,0.001221323,0.001807236,0.07044823],"study_design_scores_gemma":[0.000302004,0.001618871,0.9038978,0.0003511752,0.0005186197,0.01187972,0.0008707687,0.005967486,0.05511924,0.002669212,0.01671197,0.00009318694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888419,0.002707218,0.00343982,0.0005238843,0.0001805694,0.00004115063,0.0008142593,0.00004637004,0.003404864],"genre_scores_gemma":[0.9943033,0.000537404,0.002939142,0.0003458502,0.0001599136,0.00003960469,0.0004987272,0.00002115952,0.001155016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002799585,"threshold_uncertainty_score":0.009365499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008128182605495816,"score_gpt":0.2766119705354124,"score_spread":0.2684837879299166,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}